Pandas Profiling Report

Dataset statistics

Number of variables	39
Number of observations	299264
Missing cells	9072827
Missing cells (%)	77.7%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	89.0 MiB
Average record size in memory	312.0 B

Variable types

NUM	38
BOOL	1

Warnings

`Lactate` is highly correlated with `ALP` and 1 other fields	High correlation
`ALP` is highly correlated with `Lactate`	High correlation
`Cholesterol` is highly correlated with `SaO2`	High correlation
`SaO2` is highly correlated with `Cholesterol`	High correlation
`TroponinI` is highly correlated with `PaO2` and 1 other fields	High correlation
`PaO2` is highly correlated with `TroponinI`	High correlation
`Weight` has 170660 (57.0%) missing values	Missing
`GCS` has 237701 (79.4%) missing values	Missing
`HR` has 70738 (23.6%) missing values	Missing
`NIDiasABP` has 201157 (67.2%) missing values	Missing
`NIMAP` has 202438 (67.6%) missing values	Missing
`NISysABP` has 201107 (67.2%) missing values	Missing
`RespRate` has 244280 (81.6%) missing values	Missing
`Temp` has 213115 (71.2%) missing values	Missing
`Urine` has 163906 (54.8%) missing values	Missing
`HCT` has 281007 (93.9%) missing values	Missing
`BUN` has 285357 (95.4%) missing values	Missing
`Creatinine` has 285290 (95.3%) missing values	Missing
`Glucose` has 286253 (95.7%) missing values	Missing
`HCO3` has 285663 (95.5%) missing values	Missing
`Mg` has 285679 (95.5%) missing values	Missing
`Platelets` has 285169 (95.3%) missing values	Missing
`K` has 284834 (95.2%) missing values	Missing
`Na` has 285704 (95.5%) missing values	Missing
`WBC` has 286364 (95.7%) missing values	Missing
`pH` has 274920 (91.9%) missing values	Missing
`PaCO2` has 275971 (92.2%) missing values	Missing
`PaO2` has 275996 (92.2%) missing values	Missing
`DiasABP` has 154378 (51.6%) missing values	Missing
`FiO2` has 266874 (89.2%) missing values	Missing
`MAP` has 155399 (51.9%) missing values	Missing
`SysABP` has 154299 (51.6%) missing values	Missing
`SaO2` has 291079 (97.3%) missing values	Missing
`Albumin` has 296909 (99.2%) missing values	Missing
`ALP` has 296174 (99.0%) missing values	Missing
`ALT` has 296089 (98.9%) missing values	Missing
`AST` has 296084 (98.9%) missing values	Missing
`Bilirubin` has 296074 (98.9%) missing values	Missing
`Lactate` has 291240 (97.3%) missing values	Missing
`Cholesterol` has 298949 (99.9%) missing values	Missing
`TroponinI` has 298829 (99.9%) missing values	Missing
`TroponinT` has 297141 (99.3%) missing values	Missing
`Time` has 4000 (1.3%) zeros	Zeros

Reproduction

Analysis started	2020-09-16 07:04:42.767534
Analysis finished	2020-09-16 07:09:06.228209
Duration	4 minutes and 23.46 seconds
Software version	pandas-profiling v2.9.0
Download configuration	config.yaml

PATIENT_ID
Real number (ℝ_≥0)

Distinct	4000
Distinct (%)	1.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	137611.3623
Minimum	132539
Maximum	142673
Zeros	0
Zeros (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	132539
5-th percentile	133040
Q1	135086
median	137624
Q3	140104
95-th percentile	142173
Maximum	142673
Range	10134
Interquartile range (IQR)	5018

Descriptive statistics

Standard deviation	2918.552296
Coefficient of variation (CV)	0.02120865783
Kurtosis	-1.189315839
Mean	137611.3623
Median Absolute Deviation (MAD)	2517
Skewness	-0.001583574786
Sum	4.118212672e+10
Variance	8517947.503
Monotocity	Increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
135365	203	0.1%
134038	190	0.1%
133780	186	0.1%
140668	171	0.1%
137516	168	0.1%
139030	167	0.1%
139668	163	0.1%
136383	162	0.1%
133959	160	0.1%
141218	160	0.1%
Other values (3990)	297534	99.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
132539	51	< 0.1%
132540	94	< 0.1%
132541	71	< 0.1%
132543	69	< 0.1%
132545	51	< 0.1%

Value	Count	Frequency (%)
142673	151	0.1%
142671	67	< 0.1%
142670	67	< 0.1%
142667	30	< 0.1%
142665	78	< 0.1%

Time
Real number (ℝ_≥0)

ZEROS

Distinct	2881
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	21.58836891
Minimum	0
Maximum	48
Zeros	4000
Zeros (%)	1.3%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	1.466666667
Q1	8.683333333
median	20.5
Q3	33.8
95-th percentile	45.08333333
Maximum	48
Range	48
Interquartile range (IQR)	25.11666667

Descriptive statistics

Standard deviation	14.2227636
Coefficient of variation (CV)	0.6588160349
Kurtosis	-1.214875
Mean	21.58836891
Median Absolute Deviation (MAD)	12.45
Skewness	0.1862090628
Sum	6460621.633
Variance	202.2870045
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	4000	1.3%
3.083333333	178	0.1%
2.25	174	0.1%
3.25	174	0.1%
2.333333333	174	0.1%
2.833333333	172	0.1%
2.133333333	171	0.1%
2.5	171	0.1%
2.85	169	0.1%
1.5	168	0.1%
Other values (2871)	293713	98.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	4000	1.3%
0.01666666667	110	< 0.1%
0.03333333333	97	< 0.1%
0.05	108	< 0.1%
0.06666666667	115	< 0.1%

Value	Count	Frequency (%)
48	76	< 0.1%
47.98333333	86	< 0.1%
47.96666667	79	< 0.1%
47.95	78	< 0.1%
47.93333333	63	< 0.1%

Weight
Real number (ℝ_≥0)

MISSING

Distinct	992
Distinct (%)	0.8%
Missing	170660
Missing (%)	57.0%
Infinite	0
Infinite (%)	0.0%

Mean	83.75259836
Minimum	21.7
Maximum	300
Zeros	0
Zeros (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	21.7
5-th percentile	51.3
Q1	67.1
median	80.7
Q3	96
95-th percentile	126.8
Maximum	300
Range	278.3
Interquartile range (IQR)	28.9

Descriptive statistics

Standard deviation	24.48039017
Coefficient of variation (CV)	0.2922940977
Kurtosis	6.227874389
Mean	83.75259836
Median Absolute Deviation (MAD)	14.3
Skewness	1.531532073
Sum	10770919.16
Variance	599.2895027
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
70	1837	0.6%
80	1414	0.5%
60	1168	0.4%
73	1144	0.4%
65	1016	0.3%
90	1002	0.3%
100	875	0.3%
66	851	0.3%
81	835	0.3%
82	824	0.3%
Other values (982)	117638	39.3%
(Missing)	170660	57.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
21.7	40	< 0.1%
31.7	69	< 0.1%
32	60	< 0.1%
34.6	60	< 0.1%
35	45	< 0.1%

Value	Count	Frequency (%)
300	28	< 0.1%
280	52	< 0.1%
253	50	< 0.1%
235	33	< 0.1%
230	1	< 0.1%

GCS
Real number (ℝ_≥0)

MISSING

Distinct	13
Distinct (%)	< 0.1%
Missing	237701
Missing (%)	79.4%
Infinite	0
Infinite (%)	0.0%

Mean	11.39871351
Minimum	3
Maximum	15
Zeros	0
Zeros (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	3
5-th percentile	3
Q1	8
median	13
Q3	15
95-th percentile	15
Maximum	15
Range	12
Interquartile range (IQR)	7

Descriptive statistics

Standard deviation	3.973416379
Coefficient of variation (CV)	0.3485846341
Kurtosis	-0.7475385611
Mean	11.39871351
Median Absolute Deviation (MAD)	2
Skewness	-0.7229498993
Sum	701739
Variance	15.78803772
Monotocity	Not monotonic

Histogram with fixed size bins (bins=13)

Value	Count	Frequency (%)
15	25542	8.5%
10	6169	2.1%
3	4699	1.6%
14	4552	1.5%
11	3912	1.3%
7	3777	1.3%
8	3358	1.1%
6	3056	1.0%
9	2941	1.0%
13	1944	0.6%
Other values (3)	1613	0.5%
(Missing)	237701	79.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
3	4699	1.6%
4	451	0.2%
5	438	0.1%
6	3056	1.0%
7	3777	1.3%

Value	Count	Frequency (%)
15	25542	8.5%
14	4552	1.5%
13	1944	0.6%
12	724	0.2%
11	3912	1.3%

HR
Real number (ℝ_≥0)

MISSING

Distinct	191
Distinct (%)	0.1%
Missing	70738
Missing (%)	23.6%
Infinite	0
Infinite (%)	0.0%

Mean	87.52072499
Minimum	3.5
Maximum	219
Zeros	0
Zeros (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	3.5
5-th percentile	60
Q1	75
median	86
Q3	99
95-th percentile	120
Maximum	219
Range	215.5
Interquartile range (IQR)	24

Descriptive statistics

Standard deviation	18.39013063
Coefficient of variation (CV)	0.2101231523
Kurtosis	0.7330998208
Mean	87.52072499
Median Absolute Deviation (MAD)	12
Skewness	0.5230359405
Sum	20000761.2
Variance	338.1969045
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
80	8014	2.7%
88	6739	2.3%
90	6431	2.1%
87	5208	1.7%
84	5196	1.7%
85	4898	1.6%
91	4891	1.6%
82	4880	1.6%
83	4781	1.6%
86	4760	1.6%
Other values (181)	172728	57.7%
(Missing)	70738	23.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
3.5	1	< 0.1%
7.6	1	< 0.1%
14	1	< 0.1%
17	1	< 0.1%
18	1	< 0.1%

Value	Count	Frequency (%)
219	1	< 0.1%
217	2	< 0.1%
216	2	< 0.1%
214	1	< 0.1%
211	1	< 0.1%

NIDiasABP
Real number (ℝ_≥0)

MISSING

Distinct	153
Distinct (%)	0.2%
Missing	201157
Missing (%)	67.2%
Infinite	0
Infinite (%)	0.0%

Mean	58.01470843
Minimum	3
Maximum	201
Zeros	0
Zeros (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	3
5-th percentile	35
Q1	48
median	56
Q3	67
95-th percentile	86
Maximum	201
Range	198
Interquartile range (IQR)	19

Descriptive statistics

Standard deviation	15.44206793
Coefficient of variation (CV)	0.2661750503
Kurtosis	1.198414133
Mean	58.01470843
Median Absolute Deviation (MAD)	10
Skewness	0.5988162213
Sum	5691649
Variance	238.4574621
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
52	2918	1.0%
54	2832	0.9%
53	2780	0.9%
50	2772	0.9%
55	2767	0.9%
56	2735	0.9%
51	2712	0.9%
48	2651	0.9%
49	2628	0.9%
58	2562	0.9%
Other values (143)	70750	23.6%
(Missing)	201157	67.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
3	1	< 0.1%
6	1	< 0.1%
10	11	< 0.1%
11	7	< 0.1%
12	13	< 0.1%

Value	Count	Frequency (%)
201	2	< 0.1%
190	1	< 0.1%
180	2	< 0.1%
178	1	< 0.1%
174	1	< 0.1%

NIMAP
Real number (ℝ_≥0)

MISSING

Distinct	407
Distinct (%)	0.4%
Missing	202438
Missing (%)	67.6%
Infinite	0
Infinite (%)	0.0%

Mean	76.81612625
Minimum	7
Maximum	209
Zeros	0
Zeros (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	7
5-th percentile	54.67
Q1	66
median	75
Q3	86
95-th percentile	104.7
Maximum	209
Range	202
Interquartile range (IQR)	20

Descriptive statistics

Standard deviation	15.55219593
Coefficient of variation (CV)	0.2024600391
Kurtosis	1.107803152
Mean	76.81612625
Median Absolute Deviation (MAD)	10
Skewness	0.6422341197
Sum	7437798.24
Variance	241.8707981
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
72	1534	0.5%
70	1488	0.5%
69	1446	0.5%
68	1444	0.5%
66	1439	0.5%
71	1437	0.5%
74	1426	0.5%
75	1414	0.5%
73	1361	0.5%
77	1361	0.5%
Other values (397)	82476	27.6%
(Missing)	202438	67.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
7	1	< 0.1%
18	1	< 0.1%
19	1	< 0.1%
20	3	< 0.1%
23	2	< 0.1%

Value	Count	Frequency (%)
209	2	< 0.1%
199	1	< 0.1%
196.7	1	< 0.1%
194	2	< 0.1%
189	1	< 0.1%

NISysABP
Real number (ℝ_≥0)

MISSING

Distinct	211
Distinct (%)	0.2%
Missing	201107
Missing (%)	67.2%
Infinite	0
Infinite (%)	0.0%

Mean	118.8042524
Minimum	1
Maximum	296
Zeros	0
Zeros (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	1
5-th percentile	87
Q1	102
median	116
Q3	133
95-th percentile	159
Maximum	296
Range	295
Interquartile range (IQR)	31

Descriptive statistics

Standard deviation	22.7380957
Coefficient of variation (CV)	0.1913912613
Kurtosis	0.717473763
Mean	118.8042524
Median Absolute Deviation (MAD)	15
Skewness	0.6004254035
Sum	11661469
Variance	517.0209962
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
108	1846	0.6%
112	1838	0.6%
106	1829	0.6%
113	1821	0.6%
110	1821	0.6%
114	1812	0.6%
105	1781	0.6%
115	1778	0.6%
118	1757	0.6%
104	1754	0.6%
Other values (201)	80120	26.8%
(Missing)	201107	67.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	1	< 0.1%
2	1	< 0.1%
4	2	< 0.1%
11	2	< 0.1%
12	1	< 0.1%

Value	Count	Frequency (%)
296	1	< 0.1%
274	1	< 0.1%
260	1	< 0.1%
252	1	< 0.1%
251	1	< 0.1%

RespRate
Real number (ℝ_≥0)

MISSING

Distinct	63
Distinct (%)	0.1%
Missing	244280
Missing (%)	81.6%
Infinite	0
Infinite (%)	0.0%

Mean	19.74530773
Minimum	1
Maximum	98
Zeros	0
Zeros (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	1
5-th percentile	12
Q1	16
median	19
Q3	23
95-th percentile	30
Maximum	98
Range	97
Interquartile range (IQR)	7

Descriptive statistics

Standard deviation	5.517836994
Coefficient of variation (CV)	0.2794505445
Kurtosis	3.945178036
Mean	19.74530773
Median Absolute Deviation (MAD)	3
Skewness	1.013344043
Sum	1085676
Variance	30.4465251
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
18	4741	1.6%
20	4491	1.5%
17	4231	1.4%
19	4229	1.4%
16	4079	1.4%
21	3577	1.2%
22	3400	1.1%
15	3386	1.1%
14	2851	1.0%
23	2659	0.9%
Other values (53)	17340	5.8%
(Missing)	244280	81.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	1	< 0.1%
2	1	< 0.1%
3	1	< 0.1%
4	10	< 0.1%
5	10	< 0.1%

Value	Count	Frequency (%)
98	2	< 0.1%
91	1	< 0.1%
70	1	< 0.1%
69	1	< 0.1%
61	1	< 0.1%

Temp
Real number (ℝ_≥0)

MISSING

Distinct	107
Distinct (%)	0.1%
Missing	213115
Missing (%)	71.2%
Infinite	0
Infinite (%)	0.0%

Mean	37.0677547
Minimum	26.7
Maximum	42.1
Zeros	0
Zeros (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	26.7
5-th percentile	35.6
Q1	36.6
median	37.1
Q3	37.6
95-th percentile	38.4
Maximum	42.1
Range	15.4
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.873948109
Coefficient of variation (CV)	0.02357704469
Kurtosis	1.918632229
Mean	37.0677547
Median Absolute Deviation (MAD)	0.5
Skewness	-0.381553805
Sum	3193350
Variance	0.7637852973
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
37.2	4562	1.5%
37.3	4387	1.5%
37.1	4324	1.4%
37.4	4208	1.4%
36.9	4070	1.4%
36.7	4052	1.4%
37.6	3934	1.3%
37.7	3890	1.3%
36.8	3743	1.3%
37	3625	1.2%
Other values (97)	45354	15.2%
(Missing)	213115	71.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
26.7	1	< 0.1%
28.8	1	< 0.1%
29.9	1	< 0.1%
30.2	1	< 0.1%
30.6	3	< 0.1%

Value	Count	Frequency (%)
42.1	1	< 0.1%
41.6	2	< 0.1%
41.5	3	< 0.1%
41.4	2	< 0.1%
41.3	3	< 0.1%

Urine
Real number (ℝ_≥0)

MISSING

Distinct	551
Distinct (%)	0.4%
Missing	163906
Missing (%)	54.8%
Infinite	0
Infinite (%)	0.0%

Mean	121.4205906
Minimum	0
Maximum	11000
Zeros	2058
Zeros (%)	0.7%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	15
Q1	37
median	70
Q3	140
95-th percentile	400
Maximum	11000
Range	11000
Interquartile range (IQR)	103

Descriptive statistics

Standard deviation	185.1166149
Coefficient of variation (CV)	1.524589973
Kurtosis	251.6102354
Mean	121.4205906
Median Absolute Deviation (MAD)	40
Skewness	10.43693225
Sum	16435248.3
Variance	34268.16111
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
60	9472	3.2%
100	8889	3.0%
30	8279	2.8%
80	8159	2.7%
40	7485	2.5%
50	7315	2.4%
120	5455	1.8%
45	4992	1.7%
35	4494	1.5%
20	4010	1.3%
Other values (541)	66808	22.3%
(Missing)	163906	54.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	2058	0.7%
0.3	1	< 0.1%
1	11	< 0.1%
2	105	< 0.1%
3	99	< 0.1%

Value	Count	Frequency (%)
11000	1	< 0.1%
8000	1	< 0.1%
6400	2	< 0.1%
5500	1	< 0.1%
5200	1	< 0.1%

HCT
Real number (ℝ_≥0)

MISSING

Distinct	368
Distinct (%)	2.0%
Missing	281007
Missing (%)	93.9%
Infinite	0
Infinite (%)	0.0%

Mean	30.68124555
Minimum	9
Maximum	61.8
Zeros	0
Zeros (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	9
5-th percentile	23.3
Q1	27.3
median	30.3
Q3	33.5
95-th percentile	39.6
Maximum	61.8
Range	52.8
Interquartile range (IQR)	6.2

Descriptive statistics

Standard deviation	5.01209743
Coefficient of variation (CV)	0.1633602984
Kurtosis	0.9475847486
Mean	30.68124555
Median Absolute Deviation (MAD)	3.1
Skewness	0.5016835325
Sum	560147.5
Variance	25.12112064
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
30.9	181	0.1%
30	179	0.1%
29	175	0.1%
29.2	174	0.1%
29.4	173	0.1%
29.9	173	0.1%
31.1	172	0.1%
30.6	172	0.1%
30.4	171	0.1%
29.7	170	0.1%
Other values (358)	16517	5.5%
(Missing)	281007	93.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
9	1	< 0.1%
10.3	1	< 0.1%
11.1	1	< 0.1%
11.8	1	< 0.1%
12.5	1	< 0.1%

Value	Count	Frequency (%)
61.8	1	< 0.1%
61.2	1	< 0.1%
60.3	1	< 0.1%
54.5	1	< 0.1%
54.4	1	< 0.1%

BUN
Real number (ℝ_≥0)

MISSING

Distinct	173
Distinct (%)	1.2%
Missing	285357
Missing (%)	95.4%
Infinite	0
Infinite (%)	0.0%

Mean	27.41780398
Minimum	0
Maximum	197
Zeros	1
Zeros (%)	< 0.1%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	7
Q1	13
median	20
Q3	33
95-th percentile	76
Maximum	197
Range	197
Interquartile range (IQR)	20

Descriptive statistics

Standard deviation	23.39883155
Coefficient of variation (CV)	0.8534174205
Kurtosis	7.414252621
Mean	27.41780398
Median Absolute Deviation (MAD)	9
Skewness	2.369388481
Sum	381299.4
Variance	547.505318
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
14	569	0.2%
12	558	0.2%
13	551	0.2%
11	539	0.2%
16	531	0.2%
10	514	0.2%
17	508	0.2%
15	499	0.2%
18	479	0.2%
19	440	0.1%
Other values (163)	8719	2.9%
(Missing)	285357	95.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1	< 0.1%
2	24	< 0.1%
3	84	< 0.1%
4	113	< 0.1%
5	164	0.1%

Value	Count	Frequency (%)
197	1	< 0.1%
186	1	< 0.1%
184	1	< 0.1%
183	1	< 0.1%
181	2	< 0.1%

Creatinine
Real number (ℝ_≥0)

MISSING

Distinct	145
Distinct (%)	1.0%
Missing	285290
Missing (%)	95.3%
Infinite	0
Infinite (%)	0.0%

Mean	1.50542436
Minimum	0.1
Maximum	22.1
Zeros	0
Zeros (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0.1
5-th percentile	0.5
Q1	0.7
median	1
Q3	1.5
95-th percentile	4.6
Maximum	22.1
Range	22
Interquartile range (IQR)	0.8

Descriptive statistics

Standard deviation	1.636410062
Coefficient of variation (CV)	1.087009155
Kurtosis	21.66475345
Mean	1.50542436
Median Absolute Deviation (MAD)	0.3
Skewness	3.92096963
Sum	21036.8
Variance	2.67783789
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.7	1471	0.5%
0.8	1383	0.5%
0.9	1340	0.4%
0.6	1267	0.4%
1	1051	0.4%
0.5	797	0.3%
1.1	771	0.3%
1.2	673	0.2%
1.3	512	0.2%
1.4	432	0.1%
Other values (135)	4277	1.4%
(Missing)	285290	95.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.1	2	< 0.1%
0.2	28	< 0.1%
0.3	121	< 0.1%
0.4	359	0.1%
0.5	797	0.3%

Value	Count	Frequency (%)
22.1	1	< 0.1%
22	1	< 0.1%
21.4	1	< 0.1%
19.7	1	< 0.1%
18.7	1	< 0.1%

Glucose
Real number (ℝ_≥0)

MISSING

Distinct	471
Distinct (%)	3.6%
Missing	286253
Missing (%)	95.7%
Infinite	0
Infinite (%)	0.0%

Mean	141.5078011
Minimum	10
Maximum	1143
Zeros	0
Zeros (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	10
5-th percentile	79
Q1	105
median	127
Q3	157
95-th percentile	248.5
Maximum	1143
Range	1133
Interquartile range (IQR)	52

Descriptive statistics

Standard deviation	67.71837733
Coefficient of variation (CV)	0.4785487218
Kurtosis	33.53651571
Mean	141.5078011
Median Absolute Deviation (MAD)	25
Skewness	4.241965301
Sum	1841158
Variance	4585.778629
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
114	180	0.1%
118	175	0.1%
119	162	0.1%
124	162	0.1%
115	162	0.1%
112	159	0.1%
111	152	0.1%
127	151	0.1%
105	149	< 0.1%
113	149	< 0.1%
Other values (461)	11410	3.8%
(Missing)	286253	95.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
10	1	< 0.1%
23	1	< 0.1%
24	1	< 0.1%
29	2	< 0.1%
30	2	< 0.1%

Value	Count	Frequency (%)
1143	1	< 0.1%
1097	1	< 0.1%
1095	1	< 0.1%
1075	1	< 0.1%
915	1	< 0.1%

HCO3
Real number (ℝ_≥0)

MISSING

Distinct	44
Distinct (%)	0.3%
Missing	285663
Missing (%)	95.5%
Infinite	0
Infinite (%)	0.0%

Mean	23.11702081
Minimum	5
Maximum	50
Zeros	0
Zeros (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	5
5-th percentile	15
Q1	20
median	23
Q3	26
95-th percentile	30
Maximum	50
Range	45
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	4.711480891
Coefficient of variation (CV)	0.2038100381
Kurtosis	1.364664807
Mean	23.11702081
Median Absolute Deviation (MAD)	3
Skewness	0.03388243094
Sum	314414.6
Variance	22.19805218
Monotocity	Not monotonic

Histogram with fixed size bins (bins=44)

Value	Count	Frequency (%)
23	1327	0.4%
25	1297	0.4%
24	1293	0.4%
22	1242	0.4%
26	1099	0.4%
21	949	0.3%
20	884	0.3%
27	833	0.3%
19	715	0.2%
28	575	0.2%
Other values (34)	3387	1.1%
(Missing)	285663	95.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
5	8	< 0.1%
6	6	< 0.1%
7	9	< 0.1%
8	23	< 0.1%
9	30	< 0.1%

Value	Count	Frequency (%)
50	1	< 0.1%
47	3	< 0.1%
45	4	< 0.1%
44	9	< 0.1%
43	3	< 0.1%

Mg
Real number (ℝ_≥0)

MISSING

Distinct	51
Distinct (%)	0.4%
Missing	285679
Missing (%)	95.5%
Infinite	0
Infinite (%)	0.0%

Mean	2.027913139
Minimum	0.6
Maximum	9.9
Zeros	0
Zeros (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0.6
5-th percentile	1.4
Q1	1.8
median	2
Q3	2.2
95-th percentile	2.7
Maximum	9.9
Range	9.3
Interquartile range (IQR)	0.4

Descriptive statistics

Standard deviation	0.4221624021
Coefficient of variation (CV)	0.2081757812
Kurtosis	31.64352214
Mean	2.027913139
Median Absolute Deviation (MAD)	0.2
Skewness	2.600800415
Sum	27549.2
Variance	0.1782210938
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2	1675	0.6%
1.9	1642	0.5%
2.1	1513	0.5%
1.8	1399	0.5%
2.2	1208	0.4%
1.7	1135	0.4%
2.3	896	0.3%
1.6	738	0.2%
2.4	636	0.2%
2.5	458	0.2%
Other values (41)	2285	0.8%
(Missing)	285679	95.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.6	2	< 0.1%
0.8	5	< 0.1%
0.9	10	< 0.1%
1	31	< 0.1%
1.1	77	< 0.1%

Value	Count	Frequency (%)
9.9	1	< 0.1%
9.8	1	< 0.1%
8.8	1	< 0.1%
7.7	1	< 0.1%
6.8	2	< 0.1%

Platelets
Real number (ℝ_≥0)

MISSING

Distinct	640
Distinct (%)	4.5%
Missing	285169
Missing (%)	95.3%
Infinite	0
Infinite (%)	0.0%

Mean	190.8166655
Minimum	6
Maximum	1047
Zeros	0
Zeros (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	6
5-th percentile	60
Q1	119
median	172
Q3	238
95-th percentile	389
Maximum	1047
Range	1041
Interquartile range (IQR)	119

Descriptive statistics

Standard deviation	106.3968232
Coefficient of variation (CV)	0.5575866394
Kurtosis	4.895850602
Mean	190.8166655
Median Absolute Deviation (MAD)	58
Skewness	1.597836146
Sum	2689560.9
Variance	11320.284
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
139	82	< 0.1%
123	82	< 0.1%
150	82	< 0.1%
160	80	< 0.1%
188	78	< 0.1%
156	78	< 0.1%
144	77	< 0.1%
122	77	< 0.1%
131	75	< 0.1%
172	75	< 0.1%
Other values (630)	13309	4.4%
(Missing)	285169	95.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
6	1	< 0.1%
7	1	< 0.1%
8	2	< 0.1%
9	3	< 0.1%
10	2	< 0.1%

Value	Count	Frequency (%)
1047	1	< 0.1%
1019	1	< 0.1%
992	1	< 0.1%
969	1	< 0.1%
940	1	< 0.1%

K
Real number (ℝ_≥0)

MISSING

Distinct	80
Distinct (%)	0.6%
Missing	284834
Missing (%)	95.2%
Infinite	0
Infinite (%)	0.0%

Mean	4.136223146
Minimum	1.8
Maximum	22.9
Zeros	0
Zeros (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	1.8
5-th percentile	3.2
Q1	3.7
median	4.1
Q3	4.5
95-th percentile	5.3
Maximum	22.9
Range	21.1
Interquartile range (IQR)	0.8

Descriptive statistics

Standard deviation	0.7067948465
Coefficient of variation (CV)	0.1708792832
Kurtosis	45.50130354
Mean	4.136223146
Median Absolute Deviation (MAD)	0.4
Skewness	2.949844779
Sum	59685.7
Variance	0.499558955
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3.9	1050	0.4%
4	1039	0.3%
3.8	1032	0.3%
4.1	1015	0.3%
4.2	987	0.3%
3.7	917	0.3%
4.3	876	0.3%
3.6	793	0.3%
4.4	745	0.2%
3.5	622	0.2%
Other values (70)	5354	1.8%
(Missing)	284834	95.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1.8	1	< 0.1%
1.9	1	< 0.1%
2	1	< 0.1%
2.1	5	< 0.1%
2.2	5	< 0.1%

Value	Count	Frequency (%)
22.9	1	< 0.1%
15.6	1	< 0.1%
12.7	1	< 0.1%
10.9	1	< 0.1%
10	1	< 0.1%

Na
Real number (ℝ_≥0)

MISSING

Distinct	73
Distinct (%)	0.5%
Missing	285704
Missing (%)	95.5%
Infinite	0
Infinite (%)	0.0%

Mean	139.0765487
Minimum	98
Maximum	177
Zeros	0
Zeros (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	98
5-th percentile	131
Q1	136
median	139
Q3	142
95-th percentile	147
Maximum	177
Range	79
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	5.184241345
Coefficient of variation (CV)	0.03727617197
Kurtosis	5.362648181
Mean	139.0765487
Median Absolute Deviation (MAD)	3
Skewness	0.1709214233
Sum	1885878
Variance	26.87635832
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
139	1398	0.5%
140	1383	0.5%
138	1202	0.4%
141	1133	0.4%
137	1129	0.4%
142	946	0.3%
136	908	0.3%
143	769	0.3%
135	733	0.2%
134	546	0.2%
Other values (63)	3413	1.1%
(Missing)	285704	95.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
98	1	< 0.1%
100	1	< 0.1%
103	2	< 0.1%
107	1	< 0.1%
108	1	< 0.1%

Value	Count	Frequency (%)
177	3	< 0.1%
176	1	< 0.1%
175	1	< 0.1%
174	1	< 0.1%
172	3	< 0.1%

WBC
Real number (ℝ_≥0)

MISSING

Distinct	455
Distinct (%)	3.5%
Missing	286364
Missing (%)	95.7%
Infinite	0
Infinite (%)	0.0%

Mean	12.67075116
Minimum	0.1
Maximum	187.5
Zeros	0
Zeros (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0.1
5-th percentile	4.5
Q1	8.3
median	11.4
Q3	15.4
95-th percentile	24.305
Maximum	187.5
Range	187.4
Interquartile range (IQR)	7.1

Descriptive statistics

Standard deviation	7.643293166
Coefficient of variation (CV)	0.603223366
Kurtosis	80.05034911
Mean	12.67075116
Median Absolute Deviation (MAD)	3.5
Skewness	5.507140648
Sum	163452.69
Variance	58.41993041
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
9.4	132	< 0.1%
10.3	125	< 0.1%
10.4	123	< 0.1%
9.3	119	< 0.1%
9	116	< 0.1%
11.1	115	< 0.1%
9.5	115	< 0.1%
11.2	115	< 0.1%
9.1	114	< 0.1%
9.2	113	< 0.1%
Other values (445)	11713	3.9%
(Missing)	286364	95.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.1	20	< 0.1%
0.2	19	< 0.1%
0.3	11	< 0.1%
0.4	11	< 0.1%
0.5	5	< 0.1%

Value	Count	Frequency (%)
187.5	1	< 0.1%
162	1	< 0.1%
155.6	1	< 0.1%
140.8	1	< 0.1%
137.8	1	< 0.1%

pH
Real number (ℝ_≥0)

MISSING

Distinct	81
Distinct (%)	0.3%
Missing	274920
Missing (%)	91.9%
Infinite	0
Infinite (%)	0.0%

Mean	7.374608117
Minimum	6.82
Maximum	7.69
Zeros	0
Zeros (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	6.82
5-th percentile	7.24
Q1	7.33
median	7.38
Q3	7.43
95-th percentile	7.48
Maximum	7.69
Range	0.87
Interquartile range (IQR)	0.1

Descriptive statistics

Standard deviation	0.07737722529
Coefficient of variation (CV)	0.01049238469
Kurtosis	2.31720516
Mean	7.374608117
Median Absolute Deviation (MAD)	0.05
Skewness	-0.8520869837
Sum	179527.46
Variance	0.005987234993
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
7.4	1516	0.5%
7.38	1449	0.5%
7.42	1389	0.5%
7.39	1377	0.5%
7.37	1362	0.5%
7.41	1352	0.5%
7.36	1274	0.4%
7.43	1167	0.4%
7.35	1159	0.4%
7.44	1071	0.4%
Other values (71)	11228	3.8%
(Missing)	274920	91.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
6.82	1	< 0.1%
6.86	1	< 0.1%
6.87	1	< 0.1%
6.88	1	< 0.1%
6.89	1	< 0.1%

Value	Count	Frequency (%)
7.69	1	< 0.1%
7.66	2	< 0.1%
7.64	1	< 0.1%
7.63	5	< 0.1%
7.62	5	< 0.1%

PaCO2
Real number (ℝ_≥0)

MISSING

Distinct	90
Distinct (%)	0.4%
Missing	275971
Missing (%)	92.2%
Infinite	0
Infinite (%)	0.0%

Mean	40.47474778
Minimum	0.3
Maximum	100
Zeros	0
Zeros (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0.3
5-th percentile	28
Q1	35
median	39
Q3	45
95-th percentile	56
Maximum	100
Range	99.7
Interquartile range (IQR)	10

Descriptive statistics

Standard deviation	9.126216749
Coefficient of variation (CV)	0.2254792741
Kurtosis	4.41429874
Mean	40.47474778
Median Absolute Deviation (MAD)	5
Skewness	1.313825339
Sum	942778.3
Variance	83.28783216
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
38	1350	0.5%
40	1318	0.4%
37	1315	0.4%
39	1295	0.4%
36	1197	0.4%
41	1195	0.4%
42	1159	0.4%
35	1061	0.4%
43	1024	0.3%
34	991	0.3%
Other values (80)	11388	3.8%
(Missing)	275971	92.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.3	1	< 0.1%
11	1	< 0.1%
12	2	< 0.1%
14	3	< 0.1%
15	4	< 0.1%

Value	Count	Frequency (%)
100	2	< 0.1%
99	1	< 0.1%
98	2	< 0.1%
97	2	< 0.1%
96	1	< 0.1%

PaO2
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	480
Distinct (%)	2.1%
Missing	275996
Missing (%)	92.2%
Infinite	0
Infinite (%)	0.0%

Mean	150.4152686
Minimum	0
Maximum	500
Zeros	1
Zeros (%)	< 0.1%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	65
Q1	90
median	121
Q3	176
95-th percentile	362
Maximum	500
Range	500
Interquartile range (IQR)	86

Descriptive statistics

Standard deviation	89.30079327
Coefficient of variation (CV)	0.5936950025
Kurtosis	2.366401594
Mean	150.4152686
Median Absolute Deviation (MAD)	37
Skewness	1.658089687
Sum	3499862.47
Variance	7974.631679
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
78	232	0.1%
80	230	0.1%
89	228	0.1%
94	227	0.1%
86	226	0.1%
96	224	0.1%
88	224	0.1%
99	224	0.1%
82	222	0.1%
93	220	0.1%
Other values (470)	21011	7.0%
(Missing)	275996	92.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1	< 0.1%
7.47	1	< 0.1%
20	3	< 0.1%
22	1	< 0.1%
23	1	< 0.1%

Value	Count	Frequency (%)
500	3	< 0.1%
499	1	< 0.1%
498	3	< 0.1%
497	3	< 0.1%
496	4	< 0.1%

DiasABP
Real number (ℝ_≥0)

MISSING

Distinct	168
Distinct (%)	0.1%
Missing	154378
Missing (%)	51.6%
Infinite	0
Infinite (%)	0.0%

Mean	59.56919233
Minimum	1
Maximum	268
Zeros	0
Zeros (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	1
5-th percentile	42
Q1	51
median	58
Q3	67
95-th percentile	82
Maximum	268
Range	267
Interquartile range (IQR)	16

Descriptive statistics

Standard deviation	12.7124817
Coefficient of variation (CV)	0.2134069843
Kurtosis	4.552242061
Mean	59.56919233
Median Absolute Deviation (MAD)	8
Skewness	1.018310272
Sum	8630742
Variance	161.6071909
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
56	5204	1.7%
53	5193	1.7%
54	5110	1.7%
57	5089	1.7%
55	5067	1.7%
58	5023	1.7%
60	4888	1.6%
52	4845	1.6%
59	4727	1.6%
51	4688	1.6%
Other values (158)	95052	31.8%
(Missing)	154378	51.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	1	< 0.1%
2	1	< 0.1%
3	1	< 0.1%
4	2	< 0.1%
5	1	< 0.1%

Value	Count	Frequency (%)
268	2	< 0.1%
258	1	< 0.1%
239	1	< 0.1%
228	2	< 0.1%
215	1	< 0.1%

FiO2
Real number (ℝ_≥0)

MISSING

Distinct	37
Distinct (%)	0.1%
Missing	266874
Missing (%)	89.2%
Infinite	0
Infinite (%)	0.0%

Mean	0.5452014511
Minimum	0.21
Maximum	1
Zeros	0
Zeros (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0.21
5-th percentile	0.4
Q1	0.4
median	0.5
Q3	0.6
95-th percentile	1
Maximum	1
Range	0.79
Interquartile range (IQR)	0.2

Descriptive statistics

Standard deviation	0.1898494258
Coefficient of variation (CV)	0.3482188565
Kurtosis	0.883968193
Mean	0.5452014511
Median Absolute Deviation (MAD)	0.1
Skewness	1.384931114
Sum	17659.075
Variance	0.03604280449
Monotocity	Not monotonic

Histogram with fixed size bins (bins=37)

Value	Count	Frequency (%)
0.4	10938	3.7%
0.5	10288	3.4%
1	3357	1.1%
0.6	3240	1.1%
0.7	1863	0.6%
0.8	891	0.3%
0.35	689	0.2%
0.3	535	0.2%
0.95	168	0.1%
0.9	110	< 0.1%
Other values (27)	311	0.1%
(Missing)	266874	89.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.21	6	< 0.1%
0.22	1	< 0.1%
0.24	5	< 0.1%
0.25	1	< 0.1%
0.28	25	< 0.1%

Value	Count	Frequency (%)
1	3357	1.1%
0.99	1	< 0.1%
0.98	4	< 0.1%
0.96	6	< 0.1%
0.95	168	0.1%

MAP
Real number (ℝ_≥0)

MISSING

Distinct	286
Distinct (%)	0.2%
Missing	155399
Missing (%)	51.9%
Infinite	0
Infinite (%)	0.0%

Mean	79.83191881
Minimum	1
Maximum	300
Zeros	0
Zeros (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	1
5-th percentile	59
Q1	69
median	77
Q3	88
95-th percentile	108
Maximum	300
Range	299
Interquartile range (IQR)	19

Descriptive statistics

Standard deviation	16.92625844
Coefficient of variation (CV)	0.2120236955
Kurtosis	16.28624572
Mean	79.83191881
Median Absolute Deviation (MAD)	10
Skewness	2.13676431
Sum	11485019
Variance	286.4982249
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
73	4286	1.4%
72	4233	1.4%
74	4141	1.4%
75	4140	1.4%
71	4136	1.4%
70	4094	1.4%
77	4031	1.3%
76	4028	1.3%
69	3963	1.3%
78	3938	1.3%
Other values (276)	102875	34.4%
(Missing)	155399	51.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	4	< 0.1%
2	14	< 0.1%
3	9	< 0.1%
4	5	< 0.1%
5	2	< 0.1%

Value	Count	Frequency (%)
300	2	< 0.1%
299	1	< 0.1%
295	3	< 0.1%
294	2	< 0.1%
292	1	< 0.1%

MechVent
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.3 MiB

0	268120
1	31144

Common Values
Chart

Value	Count	Frequency (%)
0	268120	89.6%
1	31144	10.4%

SysABP
Real number (ℝ_≥0)

MISSING

Distinct	237
Distinct (%)	0.2%
Missing	154299
Missing (%)	51.6%
Infinite	0
Infinite (%)	0.0%

Mean	119.2587797
Minimum	6
Maximum	295
Zeros	0
Zeros (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	6
5-th percentile	86
Q1	102
median	116
Q3	134
95-th percentile	162
Maximum	295
Range	289
Interquartile range (IQR)	32

Descriptive statistics

Standard deviation	23.70398887
Coefficient of variation (CV)	0.1987609543
Kurtosis	0.8593703447
Mean	119.2587797
Median Absolute Deviation (MAD)	15
Skewness	0.6457966038
Sum	17288349
Variance	561.8790882
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
110	2685	0.9%
109	2682	0.9%
105	2625	0.9%
107	2610	0.9%
108	2600	0.9%
114	2599	0.9%
113	2593	0.9%
112	2593	0.9%
106	2580	0.9%
104	2575	0.9%
Other values (227)	118823	39.7%
(Missing)	154299	51.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
6	1	< 0.1%
7	2	< 0.1%
8	1	< 0.1%
11	2	< 0.1%
12	1	< 0.1%

Value	Count	Frequency (%)
295	1	< 0.1%
284	2	< 0.1%
282	1	< 0.1%
279	1	< 0.1%
275	1	< 0.1%

SaO2
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	47
Distinct (%)	0.6%
Missing	291079
Missing (%)	97.3%
Infinite	0
Infinite (%)	0.0%

Mean	96.63706781
Minimum	26
Maximum	100
Zeros	0
Zeros (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	26
5-th percentile	92
Q1	96
median	97
Q3	98
95-th percentile	99
Maximum	100
Range	74
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	3.400294565
Coefficient of variation (CV)	0.03518623487
Kurtosis	111.2848844
Mean	96.63706781
Median Absolute Deviation (MAD)	1
Skewness	-8.077585088
Sum	790974.4
Variance	11.56200313
Monotocity	Not monotonic

Histogram with fixed size bins (bins=47)

Value	Count	Frequency (%)
98	2841	0.9%
97	1750	0.6%
99	1028	0.3%
96	935	0.3%
95	540	0.2%
94	358	0.1%
93	183	0.1%
92	128	< 0.1%
100	103	< 0.1%
91	84	< 0.1%
Other values (37)	235	0.1%
(Missing)	291079	97.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
26	1	< 0.1%
33	1	< 0.1%
36	1	< 0.1%
38	1	< 0.1%
40	1	< 0.1%

Value	Count	Frequency (%)
100	103	< 0.1%
99	1028	0.3%
98	2841	0.9%
97	1750	0.6%
96	935	0.3%

Albumin
Real number (ℝ_≥0)

MISSING

Distinct	41
Distinct (%)	1.7%
Missing	296909
Missing (%)	99.2%
Infinite	0
Infinite (%)	0.0%

Mean	2.922547771
Minimum	1
Maximum	5.3
Zeros	0
Zeros (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	1
5-th percentile	1.9
Q1	2.5
median	2.9
Q3	3.4
95-th percentile	4
Maximum	5.3
Range	4.3
Interquartile range (IQR)	0.9

Descriptive statistics

Standard deviation	0.6515952301
Coefficient of variation (CV)	0.2229545182
Kurtosis	-0.2980872208
Mean	2.922547771
Median Absolute Deviation (MAD)	0.5
Skewness	0.05321727513
Sum	6882.6
Variance	0.4245763438
Monotocity	Not monotonic

Histogram with fixed size bins (bins=41)

Value	Count	Frequency (%)
3.1	153	0.1%
2.7	150	0.1%
3	143	< 0.1%
2.8	127	< 0.1%
2.9	124	< 0.1%
2.5	120	< 0.1%
2.6	116	< 0.1%
3.2	113	< 0.1%
2.3	110	< 0.1%
3.4	110	< 0.1%
Other values (31)	1089	0.4%
(Missing)	296909	99.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	1	< 0.1%
1.1	3	< 0.1%
1.2	3	< 0.1%
1.3	7	< 0.1%
1.4	6	< 0.1%

Value	Count	Frequency (%)
5.3	1	< 0.1%
5	1	< 0.1%
4.9	1	< 0.1%
4.8	2	< 0.1%
4.6	5	< 0.1%

ALP
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	387
Distinct (%)	12.5%
Missing	296174
Missing (%)	99.0%
Infinite	0
Infinite (%)	0.0%

Mean	116.7537217
Minimum	12
Maximum	2205
Zeros	0
Zeros (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	12
5-th percentile	39
Q1	59
median	82
Q3	122
95-th percentile	300
Maximum	2205
Range	2193
Interquartile range (IQR)	63

Descriptive statistics

Standard deviation	133.9463125
Coefficient of variation (CV)	1.147255184
Kurtosis	61.44881496
Mean	116.7537217
Median Absolute Deviation (MAD)	27
Skewness	6.359854528
Sum	360769
Variance	17941.61463
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
61	51	< 0.1%
73	41	< 0.1%
48	40	< 0.1%
46	40	< 0.1%
67	39	< 0.1%
47	39	< 0.1%
80	39	< 0.1%
65	38	< 0.1%
66	36	< 0.1%
63	36	< 0.1%
Other values (377)	2691	0.9%
(Missing)	296174	99.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
12	1	< 0.1%
13	2	< 0.1%
19	2	< 0.1%
20	3	< 0.1%
21	4	< 0.1%

Value	Count	Frequency (%)
2205	1	< 0.1%
1978	1	< 0.1%
1752	1	< 0.1%
1504	1	< 0.1%
1501	1	< 0.1%

ALT
Real number (ℝ_≥0)

MISSING

Distinct	753
Distinct (%)	23.7%
Missing	296089
Missing (%)	98.9%
Infinite	0
Infinite (%)	0.0%

Mean	394.6170079
Minimum	1
Maximum	11470
Zeros	0
Zeros (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	1
5-th percentile	10
Q1	20
median	43
Q3	162
95-th percentile	2199.6
Maximum	11470
Range	11469
Interquartile range (IQR)	142

Descriptive statistics

Standard deviation	1200.5279
Coefficient of variation (CV)	3.042260917
Kurtosis	32.76188826
Mean	394.6170079
Median Absolute Deviation (MAD)	29
Skewness	5.310892617
Sum	1252909
Variance	1441267.24
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
17	83	< 0.1%
15	72	< 0.1%
14	72	< 0.1%
18	71	< 0.1%
13	70	< 0.1%
16	70	< 0.1%
20	60	< 0.1%
12	59	< 0.1%
11	53	< 0.1%
19	50	< 0.1%
Other values (743)	2515	0.8%
(Missing)	296089	98.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	2	< 0.1%
3	5	< 0.1%
4	8	< 0.1%
5	12	< 0.1%
6	14	< 0.1%

Value	Count	Frequency (%)
11470	1	< 0.1%
11030	1	< 0.1%
10830	1	< 0.1%
10470	1	< 0.1%
10440	1	< 0.1%

AST
Real number (ℝ_≥0)

MISSING

Distinct	812
Distinct (%)	25.5%
Missing	296084
Missing (%)	98.9%
Infinite	0
Infinite (%)	0.0%

Mean	506.541195
Minimum	4
Maximum	18430
Zeros	0
Zeros (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	4
5-th percentile	16
Q1	31
median	64
Q3	209
95-th percentile	2657.3
Maximum	18430
Range	18426
Interquartile range (IQR)	178

Descriptive statistics

Standard deviation	1516.87086
Coefficient of variation (CV)	2.994565644
Kurtosis	34.76718772
Mean	506.541195
Median Absolute Deviation (MAD)	42
Skewness	5.340144463
Sum	1610801
Variance	2300897.205
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
17	55	< 0.1%
20	54	< 0.1%
24	53	< 0.1%
18	46	< 0.1%
28	43	< 0.1%
23	42	< 0.1%
30	41	< 0.1%
22	41	< 0.1%
26	40	< 0.1%
21	39	< 0.1%
Other values (802)	2726	0.9%
(Missing)	296084	98.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
4	1	< 0.1%
5	1	< 0.1%
6	1	< 0.1%
7	4	< 0.1%
8	2	< 0.1%

Value	Count	Frequency (%)
18430	1	< 0.1%
16040	1	< 0.1%
15680	1	< 0.1%
14220	1	< 0.1%
13760	1	< 0.1%

Bilirubin
Real number (ℝ_≥0)

MISSING

Distinct	243
Distinct (%)	7.6%
Missing	296074
Missing (%)	98.9%
Infinite	0
Infinite (%)	0.0%

Mean	2.909404389
Minimum	0.1
Maximum	47.7
Zeros	0
Zeros (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0.1
5-th percentile	0.2
Q1	0.5
median	0.9
Q3	2.3
95-th percentile	13.3
Maximum	47.7
Range	47.6
Interquartile range (IQR)	1.8

Descriptive statistics

Standard deviation	5.905639259
Coefficient of variation (CV)	2.029844762
Kurtosis	18.66478149
Mean	2.909404389
Median Absolute Deviation (MAD)	0.5
Skewness	4.06062826
Sum	9281
Variance	34.87657506
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.4	279	0.1%
0.5	266	0.1%
0.3	266	0.1%
0.6	220	0.1%
0.7	194	0.1%
0.2	150	0.1%
0.8	147	< 0.1%
0.9	121	< 0.1%
1	103	< 0.1%
1.1	84	< 0.1%
Other values (233)	1360	0.5%
(Missing)	296074	98.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.1	39	< 0.1%
0.2	150	0.1%
0.3	266	0.1%
0.4	279	0.1%
0.5	266	0.1%

Value	Count	Frequency (%)
47.7	1	< 0.1%
46.9	1	< 0.1%
45.9	1	< 0.1%
45.8	1	< 0.1%
45.5	2	< 0.1%

Lactate
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	201
Distinct (%)	2.5%
Missing	291240
Missing (%)	97.3%
Infinite	0
Infinite (%)	0.0%

Mean	2.924779412
Minimum	0.3
Maximum	29.3
Zeros	0
Zeros (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0.3
5-th percentile	0.9
Q1	1.4
median	2.1
Q3	3.4
95-th percentile	7.9
Maximum	29.3
Range	29
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	2.579301801
Coefficient of variation (CV)	0.8818790884
Kurtosis	13.20563265
Mean	2.924779412
Median Absolute Deviation (MAD)	0.9
Skewness	2.974960407
Sum	23468.43
Variance	6.652797783
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.4	373	0.1%
1.2	353	0.1%
1.3	348	0.1%
1.6	343	0.1%
1.5	328	0.1%
1.1	318	0.1%
1.7	281	0.1%
1.9	276	0.1%
1	276	0.1%
1.8	263	0.1%
Other values (191)	4865	1.6%
(Missing)	291240	97.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.3	1	< 0.1%
0.4	4	< 0.1%
0.5	17	< 0.1%
0.6	49	< 0.1%
0.65	1	< 0.1%

Value	Count	Frequency (%)
29.3	1	< 0.1%
25.8	1	< 0.1%
24.9	1	< 0.1%
24.7	1	< 0.1%
24.6	1	< 0.1%

Cholesterol
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	140
Distinct (%)	44.4%
Missing	298949
Missing (%)	99.9%
Infinite	0
Infinite (%)	0.0%

Mean	156.5174603
Minimum	28
Maximum	330
Zeros	0
Zeros (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	28
5-th percentile	90.7
Q1	123
median	152
Q3	188
95-th percentile	227.9
Maximum	330
Range	302
Interquartile range (IQR)	65

Descriptive statistics

Standard deviation	46.06809741
Coefficient of variation (CV)	0.2943320018
Kurtosis	0.7475315175
Mean	156.5174603
Median Absolute Deviation (MAD)	31
Skewness	0.5076566933
Sum	49303
Variance	2122.269599
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
111	8	< 0.1%
150	5	< 0.1%
164	5	< 0.1%
154	5	< 0.1%
149	4	< 0.1%
113	4	< 0.1%
180	4	< 0.1%
161	4	< 0.1%
92	4	< 0.1%
158	4	< 0.1%
Other values (130)	268	0.1%
(Missing)	298949	99.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
28	1	< 0.1%
40	1	< 0.1%
59	1	< 0.1%
68	1	< 0.1%
73	1	< 0.1%

Value	Count	Frequency (%)
330	1	< 0.1%
307	2	< 0.1%
297	1	< 0.1%
289	1	< 0.1%
263	2	< 0.1%

TroponinI
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	163
Distinct (%)	37.5%
Missing	298829
Missing (%)	99.9%
Infinite	0
Infinite (%)	0.0%

Mean	7.151264368
Minimum	0.3
Maximum	49.2
Zeros	0
Zeros (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0.3
5-th percentile	0.37
Q1	0.9
median	2.6
Q3	10
95-th percentile	29.59
Maximum	49.2
Range	48.9
Interquartile range (IQR)	9.1

Descriptive statistics

Standard deviation	9.767399317
Coefficient of variation (CV)	1.365828309
Kurtosis	4.563655347
Mean	7.151264368
Median Absolute Deviation (MAD)	2.1
Skewness	2.14030144
Sum	3110.8
Variance	95.40208941
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.3	22	< 0.1%
0.4	18	< 0.1%
0.7	18	< 0.1%
0.5	17	< 0.1%
0.8	14	< 0.1%
1.2	13	< 0.1%
0.6	13	< 0.1%
1.1	12	< 0.1%
1	10	< 0.1%
2	9	< 0.1%
Other values (153)	289	0.1%
(Missing)	298829	99.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.3	22	< 0.1%
0.4	18	< 0.1%
0.5	17	< 0.1%
0.6	13	< 0.1%
0.7	18	< 0.1%

Value	Count	Frequency (%)
49.2	1	< 0.1%
48.3	1	< 0.1%
47.5	1	< 0.1%
46	1	< 0.1%
44.2	1	< 0.1%

TroponinT
Real number (ℝ_≥0)

MISSING

Distinct	451
Distinct (%)	21.2%
Missing	297141
Missing (%)	99.3%
Infinite	0
Infinite (%)	0.0%

Mean	1.200022138
Minimum	0.01
Maximum	24.91
Zeros	0
Zeros (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0.01
5-th percentile	0.02
Q1	0.06
median	0.2
Q3	1.02
95-th percentile	5.882
Maximum	24.91
Range	24.9
Interquartile range (IQR)	0.96

Descriptive statistics

Standard deviation	2.716002474
Coefficient of variation (CV)	2.26329364
Kurtosis	27.01077757
Mean	1.200022138
Median Absolute Deviation (MAD)	0.17
Skewness	4.60596652
Sum	2547.647
Variance	7.376669438
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.02	125	< 0.1%
0.03	123	< 0.1%
0.04	90	< 0.1%
0.06	73	< 0.1%
0.05	64	< 0.1%
0.01	62	< 0.1%
0.07	59	< 0.1%
0.13	54	< 0.1%
0.11	53	< 0.1%
0.1	50	< 0.1%
Other values (441)	1370	0.5%
(Missing)	297141	99.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.01	62	< 0.1%
0.02	125	< 0.1%
0.03	123	< 0.1%
0.04	90	< 0.1%
0.05	64	< 0.1%

Value	Count	Frequency (%)
24.91	1	< 0.1%
24.8	1	< 0.1%
24.46	1	< 0.1%
24.04	1	< 0.1%
23.93	1	< 0.1%

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

First rows

	PATIENT_ID	Time	Weight	GCS	HR	NIDiasABP	NIMAP	NISysABP	RespRate	Temp	Urine	HCT	BUN	Creatinine	Glucose	HCO3	Mg	Platelets	K	Na	WBC	pH	PaCO2	PaO2	DiasABP	FiO2	MAP	SysABP	SaO2	Albumin	ALP	ALT	AST	Bilirubin	Lactate	Cholesterol	TroponinI	TroponinT
0	132539	0.000000	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
1	132539	0.116667	NaN	15.0	73.0	65.0	92.33	147.0	19.0	35.1	900.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
2	132539	0.616667	NaN	NaN	77.0	58.0	91.00	157.0	19.0	35.6	60.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
3	132539	1.616667	NaN	NaN	60.0	62.0	87.00	137.0	18.0	NaN	30.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
4	132539	2.616667	NaN	NaN	62.0	52.0	75.67	123.0	19.0	NaN	170.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
5	132539	3.133333	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	33.7	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
6	132539	3.616667	NaN	15.0	80.0	52.0	72.67	114.0	20.0	37.8	60.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
7	132539	4.616667	NaN	NaN	74.0	NaN	NaN	NaN	20.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
8	132539	5.616667	NaN	NaN	73.0	45.0	66.67	110.0	17.0	NaN	170.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
9	132539	7.616667	NaN	15.0	64.0	49.0	68.33	107.0	15.0	38.1	120.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN

Last rows

	PATIENT_ID	Time	Weight	GCS	HR	NIDiasABP	NIMAP	NISysABP	RespRate	Temp	Urine	HCT	BUN	Creatinine	Glucose	HCO3	Mg	Platelets	K	Na	WBC	pH	PaCO2	PaO2	DiasABP	FiO2	MAP	SysABP	SaO2	Albumin	ALP	ALT	AST	Bilirubin	Lactate	Cholesterol	TroponinI	TroponinT
299254	142673	43.10	87.3	NaN	120.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
299255	142673	43.60	87.3	NaN	86.0	87.0	90.0	122.0	NaN	37.7	25.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	52.0	NaN	75.0	112.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
299256	142673	43.75	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	7.34	40.0	122.0	NaN	NaN	NaN	NaN	98.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
299257	142673	44.10	87.3	NaN	92.0	55.0	63.0	101.0	NaN	37.6	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	55.0	NaN	76.0	112.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
299258	142673	44.60	87.3	15.0	82.0	NaN	NaN	NaN	NaN	NaN	25.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	43.0	0.5	67.0	108.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
299259	142673	45.60	87.3	14.0	85.0	82.0	92.0	120.0	NaN	NaN	23.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	50.0	NaN	73.0	112.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
299260	142673	45.65	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	7.31	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
299261	142673	46.60	87.3	NaN	86.0	67.0	83.0	133.0	NaN	37.3	40.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	54.0	NaN	80.0	121.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
299262	142673	47.35	87.3	NaN	86.0	66.0	82.0	129.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	57.0	NaN	84.0	127.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
299263	142673	47.60	87.3	NaN	84.0	NaN	NaN	NaN	NaN	NaN	30.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	59.0	NaN	86.0	129.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN

Overview

Variables

Interactions

Correlations

Pearson's r

Spearman's ρ

Kendall's τ

Phik (φk)

Missing values

Sample

First rows

Last rows